wins-topics-network

We use web scraping and NLP to create a network of keywords that appear in scientific journals relevant to climate change

Datasets

• kaggle arXiv datasets: https://www.kaggle.com/datasets/Cornell-University/arxiv?resource=download

Code

• arxiv_data_scarping.ipynb : a notebook with the process of getting the data from the initial Dataset, and some exploratory analysis
• chat_gpt_tomfoolery.ipynb: a notebook for data prepping and analyisis from chatGPT. Only 10 pages per year period. Has some simple igraph visualizations and code.